The Enforcement Directorate (ED) has started the process of freezing at least three bank accounts of Arpita Mukherjee, the close aide of suspended Trinamool Congress (TMC) leader Partha Chatterjee, where ED has found at least Rs 2 crore, said a senior ED official on Saturday.